yfeng95 / GAN_Theories
Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.
☆188Updated 7 years ago
Alternatives and similar repositories for GAN_Theories:
Users that are interested in GAN_Theories are comparing it to the libraries listed below
- PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.☆582Updated 7 years ago
- ☆288Updated 7 years ago
- Tensorflow implementation for Conditional Convolutional Adversarial Networks.☆221Updated 2 years ago
- An empirical study on evaluation metrics of generative adversarial networks.☆370Updated 5 years ago
- Generative image model with learned similarity measures☆440Updated 8 years ago
- InfoGAN: Interpretable Representation Learning☆153Updated 7 years ago
- This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversaria…☆111Updated 7 years ago
- Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"☆918Updated 5 years ago
- code for "Adversarial Feature Learning"☆238Updated 2 years ago
- Everything about Generative Adversarial Networks☆251Updated 6 years ago
- Improved WGAN in Pytorch☆439Updated last year
- Deep generative networks, coded with Keras.☆122Updated 7 years ago
- A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.☆442Updated 5 years ago
- Tensorflow implementation of CycleGAN☆375Updated 5 years ago
- DualGAN-tensorflow: tensorflow implementation of DualGAN☆266Updated 4 years ago
- See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN☆225Updated 4 years ago
- Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"☆127Updated 6 years ago
- Invertible conditional GANs for image editing☆286Updated 3 years ago
- 各类GAN综合在一起,借鉴了hwalsuklee大神的☆322Updated 5 years ago
- implement infoGAN using pytorch☆153Updated 6 years ago
- GANs with spectral normalization and projection discriminator☆1,096Updated 5 years ago
- The Simplest DCGAN Implementation☆341Updated last year
- Tensorflow implementation of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION☆149Updated 2 years ago
- Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)☆240Updated 6 years ago
- PyTorch implementation of "Progressive growing of GANs (PGGAN)"☆822Updated 2 years ago
- ☆131Updated 2 years ago
- pyTorch implementation of Spectral Normalization for Generative Adversarial Networks☆248Updated 2 years ago
- VAEGAN from "Autoencoding beyond pixels using a learned similarity metric" implemented in Pytorch. Clean, clear and with comments.☆187Updated 7 years ago
- Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)☆551Updated 5 years ago
- some demo of GANs☆276Updated 5 years ago